FARE: Provably Fair Representation Learning with Practical Certificates

FARE: Provably Fair Representation Learning with Practical Certificates

13 October 2022

Nikola Jovanović

Mislav Balunović

Dimitar I. Dimitrov

Martin Vechev

Papers citing "FARE: Provably Fair Representation Learning with Practical Certificates"

4 / 4 papers shown

Title
Fair Representation Learning for Continuous Sensitive Attributes using Expectation of Integral Probability Metrics Insung Kong Kunwoong Kim Yongdai Kim FaML 13 1 0 09 May 2025
Certifying Some Distributional Fairness with Subpopulation Decomposition Mintong Kang Linyi Li Maurice Weber Yang Liu Ce Zhang Bo-wen Li OOD 38 15 0 31 May 2022
Fair Representation Learning through Implicit Path Alignment Changjian Shui Qi Chen Jiaqi Li Boyu Wang Christian Gagné 28 27 0 26 May 2022
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 205 663 0 17 Feb 2018